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» The Inference Problem: A Survey
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112
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IJACTAICIT
2010
155views more  IJACTAICIT 2010»
14 years 10 months ago
Constructive Dynamic Program Slicing Research
Program slicing is a promising technique for providing automated support for various important software engineering activities. There exists hundreds of scientific studies on the ...
Jaakko Korpi, Jussi Koskinen
SDM
2012
SIAM
237views Data Mining» more  SDM 2012»
13 years 3 months ago
A Distributed Kernel Summation Framework for General-Dimension Machine Learning
Kernel summations are a ubiquitous key computational bottleneck in many data analysis methods. In this paper, we attempt to marry, for the first time, the best relevant technique...
Dongryeol Lee, Richard W. Vuduc, Alexander G. Gray
105
Voted
ECSQARU
2003
Springer
15 years 6 months ago
A Representation Theorem and Applications
We introduce a set of transformations on the set of all probability distributions over a finite state space, and show that these transformations are the only ones that preserve c...
Manfred Jaeger
92
Voted
ICASSP
2007
IEEE
15 years 7 months ago
Genomic Network Tomography
This paper considers the problem of learning cellular signaling networks from incomplete measurements of pathway activity. Cells respond to environmental changes (e.g., starvation...
Michael G. Rabbat, Mário A. T. Figueiredo, ...
SIGECOM
2006
ACM
184views ECommerce» more  SIGECOM 2006»
15 years 6 months ago
Computing pure nash equilibria in graphical games via markov random fields
We present a reduction from graphical games to Markov random fields so that pure Nash equilibria in the former can be found by statistical inference on the latter. Our result, wh...
Constantinos Daskalakis, Christos H. Papadimitriou